Vision-driven inspection and quality control that runs on the line, in real time, on hardware you own — no cloud round-trip, no data egress.
Sub-second vision on the line catches defects humans miss at speed.
Eliminates inspector drift with a model that grades every unit identically.
Closed-loop alerting with full traceability when a defect threshold trips.
Cameras stream to the on-prem GPU.
Edge model flags defects per frame.
Grade, route, or stop the line.
Every decision recorded for audit.
Turnkey Edge-AI — fixed time, fixed cost, full responsibility.
